A dynamic DEA model for resource allocation. (6th August 2020)

• Record Type: Journal Article
• Authors: Ghobadi, Saeid
• Is Part Of: International journal of mathematics in operational research. Volume 17:Number 1(2020)
• Page Start: 50
• Page End: 77
• Publication Date: 2020-08-06
• Subjects: data envelopment analysis -- DEA -- inverse DEA -- dynamic DEA -- multiple objective linear programming -- MOLP -- enhanced Russell measure -- ERM; Operations research -- Mathematical models -- Periodicals; Operations research -- Mathematics -- Periodicals; Decision making -- Mathematical models -- Periodicals; 658.4033
• Languages: English
• ISSNs: 1757-5850

Abstract

In this paper we discuss the inverse data envelopment analysis (DEA) in framework of dynamic DEA. This discussion is based on extending the non-radial enhanced Russell measure (ERM) model to framework of dynamic DEA. Also, necessary and sufficient conditions are established to characterising dynamically efficient paths using dynamic ERM-model. Simultaneous estimation of input and output levels are studied using ERM-model under inter-temporal dependence assumption. Necessary and sufficient conditions for simultaneous estimation of input and output levels are introduced based on Pareto solutions of multiple-objective linear programming problems. In addition, the performance of the proposed method is illustrated through an example in banking sector.